| Number of Variables | 9 |
|---|---|
| Number of Rows | 301 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 2 |
| Duplicate Rows (%) | 0.7% |
| Total Size in Memory | 87.6 KB |
| Average Row Size in Memory | 298.1 B |
| Variable Types |
|
| Year is skewed | Skewed |
|---|---|
| Selling_Price is skewed | Skewed |
| Present_Price is skewed | Skewed |
| Kms_Driven is skewed | Skewed |
| Car_Name has a high cardinality: 98 distinct values | High Cardinality |
| Owner has constant length 1 | Constant Length |
categorical
| Approximate Distinct Count | 98 |
|---|---|
| Approximate Unique (%) | 32.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 22.0 KB |
| Mean | 9.8571 |
|---|---|
| Standard Deviation | 6.5602 |
| Median | 8 |
| Minimum | 3 |
| Maximum | 25 |
| 1st row | ritz |
|---|---|
| 2nd row | sx4 |
| 3rd row | ciaz |
| 4th row | wagon r |
| 5th row | swift |
| Count | 2408 |
|---|---|
| Lowercase Letter | 2074 |
| Space Separator | 291 |
| Uppercase Letter | 334 |
| Dash Punctuation | 0 |
| Decimal Number | 263 |
numerical
| Approximate Distinct Count | 16 |
|---|---|
| Approximate Unique (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 4.7 KB |
| Mean | 2013.6279 |
| Minimum | 2003 |
| Maximum | 2018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2003 |
|---|---|
| 5-th Percentile | 2008 |
| Q1 | 2012 |
| Median | 2014 |
| Q3 | 2016 |
| 95-th Percentile | 2017 |
| Maximum | 2018 |
| Range | 15 |
| IQR | 4 |
| Mean | 2013.6279 |
|---|---|
| Standard Deviation | 2.8916 |
| Variance | 8.3611 |
| Sum | 606102 |
| Skewness | -1.24 |
| Kurtosis | 1.4881 |
| Coefficient of Variation | 0.001436 |
numerical
| Approximate Distinct Count | 156 |
|---|---|
| Approximate Unique (%) | 51.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 4.7 KB |
| Mean | 4.6613 |
| Minimum | 0.1 |
| Maximum | 35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.1 |
|---|---|
| 5-th Percentile | 0.25 |
| Q1 | 0.9 |
| Median | 3.6 |
| Q3 | 6 |
| 95-th Percentile | 14.5 |
| Maximum | 35 |
| Range | 34.9 |
| IQR | 5.1 |
| Mean | 4.6613 |
|---|---|
| Standard Deviation | 5.0828 |
| Variance | 25.835 |
| Sum | 1403.05 |
| Skewness | 2.481 |
| Kurtosis | 8.7359 |
| Coefficient of Variation | 1.0904 |
numerical
| Approximate Distinct Count | 147 |
|---|---|
| Approximate Unique (%) | 48.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 4.7 KB |
| Mean | 7.6285 |
| Minimum | 0.32 |
| Maximum | 92.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.32 |
|---|---|
| 5-th Percentile | 0.54 |
| Q1 | 1.2 |
| Median | 6.4 |
| Q3 | 9.9 |
| 95-th Percentile | 22.78 |
| Maximum | 92.6 |
| Range | 92.28 |
| IQR | 8.7 |
| Mean | 7.6285 |
|---|---|
| Standard Deviation | 8.6441 |
| Variance | 74.7207 |
| Sum | 2296.17 |
| Skewness | 4.0628 |
| Kurtosis | 31.157 |
| Coefficient of Variation | 1.1331 |
numerical
| Approximate Distinct Count | 206 |
|---|---|
| Approximate Unique (%) | 68.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 4.7 KB |
| Mean | 36947.206 |
| Minimum | 500 |
| Maximum | 500000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 500 |
|---|---|
| 5-th Percentile | 3500 |
| Q1 | 15000 |
| Median | 32000 |
| Q3 | 48767 |
| 95-th Percentile | 80000 |
| Maximum | 500000 |
| Range | 499500 |
| IQR | 33767 |
| Mean | 36947.206 |
|---|---|
| Standard Deviation | 38886.8839 |
| Variance | 1.5122e+09 |
| Sum | 1.1121e+07 |
| Skewness | 6.4039 |
| Kurtosis | 67.4101 |
| Coefficient of Variation | 1.0525 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 20.9 KB |
| Mean | 5.9801 |
|---|---|
| Standard Deviation | 0.2441 |
| Median | 6 |
| Minimum | 3 |
| Maximum | 6 |
| 1st row | Petrol |
|---|---|
| 2nd row | Diesel |
| 3rd row | Petrol |
| 4th row | Petrol |
| 5th row | Diesel |
| Count | 1800 |
|---|---|
| Lowercase Letter | 1495 |
| Space Separator | 0 |
| Uppercase Letter | 305 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 21.3 KB |
| Mean | 7.4086 |
|---|---|
| Standard Deviation | 1.9138 |
| Median | 6 |
| Minimum | 6 |
| Maximum | 10 |
| 1st row | Dealer |
|---|---|
| 2nd row | Dealer |
| 3rd row | Dealer |
| 4th row | Dealer |
| 5th row | Dealer |
| Count | 2230 |
|---|---|
| Lowercase Letter | 1929 |
| Space Separator | 0 |
| Uppercase Letter | 301 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 21.0 KB |
| Mean | 6.3987 |
|---|---|
| Standard Deviation | 1.0201 |
| Median | 6 |
| Minimum | 6 |
| Maximum | 9 |
| 1st row | Manual |
|---|---|
| 2nd row | Manual |
| 3rd row | Manual |
| 4th row | Manual |
| 5th row | Manual |
| Count | 1926 |
|---|---|
| Lowercase Letter | 1625 |
| Space Separator | 0 |
| Uppercase Letter | 301 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 19.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 301 |